Andrius Kvaraciejus · Diligence Accelerator — agentic pre-sales demo
Scenario: buy-side diligence · “Project Ginestra” data room
🎬 Talk track: “This is the exact reference architecture we discussed — a lead agent dispatches specialist sub-agents that reach the data room only through allow-listed MCP tools, every finding is cited, a prompt-injection attempt gets blocked live, and an irreversible action waits for a human's approval. Everything lands in an immutable audit trail.” Press Run.
◈ Reference architecture lights up as used
User / Channelpartner · Claude Cowork
Identity & permissionsEntra ID · least-privilege scope
Agent orchestratorlead + sub-agents
Tools / APIs (MCP)allow-listed · gateway inline
Data + semantic layerVDR · Snowflake metrics
Policy / approval (HITL)gates · egress DLP
Monitoring / evalcost · quality
Audit trailimmutable log
▤ Data room (VDR)
⛓ Agent orchestration
Sub-agent
Commercial
◠ idle
Sub-agent
Financial
◠ idle
Sub-agent
Legal
◠ idle
Press ▶ Run diligence to start the agent.
⚑ Human-approval gate. The agent wants to include a table containing employee PII in the IC memo. This is an irreversible/external-facing action — it needs your sign-off.
▮ Live value metrics
0
Docs processed
0
Findings surfaced
0
Threats blocked
0
Diligence-days saved
$0.00
Compute cost
100%
Findings cited
🔒 Immutable audit trail
Every tool call, decision and policy check is logged here…
✓ Diligence complete
Deterministic offline simulation — no client data, no external calls. Built by Andrius Kvaraciejus to demonstrate the agentic pre-sales architecture pattern. · 00:00.0